Implementation of the nonparametric bounds for the average causal effect under an instrumental variable model by Balke and Pearl (Bounds on Treatment Effects from Studies with Imperfect Compliance, JASA, 1997, 92, 439, 1171-1176). The package can calculate bounds for a binary outcome, a binary treatment/phenotype, and an instrument with either 2 or 3 categories. The package implements bounds for situations where these 3 variables are measured in the same dataset (trivariate data) or where the ...

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3 versions โ†’
VersionVulnerabilitiesUsagesDate
0.1.x
0.1.3-b1
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May 01, 2022
0.1.1-b1
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May 01, 2022
0.1.0-b1
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May 01, 2022
3 versions โ†’